ISACA AAISM Certification Prep
Welcome to the ultimate free study guide for the ISACA Advanced in AI Security Management (AAISM) certification. This site pairs every YouTube lesson with a concise written summary and an exam-focused FAQ you can scan, search and revise from. Together the 47 episodes cover the entire AAISM syllabus across its three domains.
Watch the full series on the RooCloud YouTube channel and test yourself with chapter-wise multiple-choice questions and full-length practice exams at RooCloud.com.
The exam is organised into three domains: AI Governance and Program Management (Episodes 1–21), AI Risk and Opportunity Management (Episodes 22–35), and AI Technologies and Controls (Episodes 36–47).
📝 Notes + videos are only half the prep
The written notes and video lessons in this guide are designed to be used alongside practice. Reinforce every chapter with chapter-wise MCQs and full-length mock exams at RooCloud.com — read or watch the lesson here, then test your recall and exam-readiness there.
Domain 1: AI Governance and Program Management
- Episode 1: AI Governance Concepts & AI Readiness Explained
- Episode 2: AI Roles & Responsibilities: Governing Body, Stakeholders & AI Charter
- Episode 3: AI Standards & Frameworks: COBIT, Four Pillars, Laws & Regulations
- Episode 4: AI Use Cases & Their Limitations Explained
- Episode 5: AI Business Cases: Scope, Cost-Benefit Analysis & ROI
- Episode 6: AI Strategy: Vision, Value Alignment, Build vs. Buy & Vendors
- Episode 7: AI Acceptable Use Policy (AUP) Explained
- Episode 8: AI Policy Development: Key Components & Responsible Use
- Episode 9: AI Procedures & Manuals: Documentation Best Practices
- Episode 10: AI Ethics: Bias, Fairness, Transparency, Human Rights & Impact
- Episode 11: AI Asset Identification & Inventory: Methods & Documentation
- Episode 12: AI Data Inventory & Management: Classification, Lineage & Model Cards
- Episode 13: Building an AI Security Program: Trust but Verify, AI Lead & Audits
- Episode 14: AI Security Program Components: Metrics, KPIs & KRIs
- Episode 15: AI-Enabled Security: Network Defense, Decision-Making & Supply Chain
- Episode 16: AI Incident Response — Prepare: IR Team & Tabletop Exercises
- Episode 17: AI Incident Response — Identify & Report
- Episode 18: AI Incident Response — Assess the Incident
- Episode 19: AI Incident Response — Respond: Containment, Eradication & Recovery
- Episode 20: AI Incident Response — Post-Incident Review & Lessons Learned
- Episode 21: Traditional vs. AI-Powered Incident Response: Benefits & Challenges
Domain 2: AI Risk and Opportunity Management
- Episode 22: AI Trust Explained
- Episode 23: AI Risk Identification Explained
- Episode 24: AI Risk Frameworks: NIST AI RMF vs. EU AI Act
- Episode 25: AI Risk Classification & Acceptable Limits: FRIA & Conformity Assessments
- Episode 26: AI Risk Response Strategies: Accept, Avoid, Mitigate & Transfer
- Episode 27: AI Threat Modeling Explained
- Episode 28: The AI Threat Landscape: Technical, Nontechnical & AI-Enabled Threats
- Episode 29: AI Threat Mitigation Strategies
- Episode 30: Enterprises in the AI Supply Chain: Roles Explained
- Episode 31: AI Vendor Management & Key Considerations
- Episode 32: AI Deployer Considerations Explained
- Episode 33: AI Shared Responsibility Model: Deployer vs. Provider
- Episode 34: AI Integration Risk: Legacy Systems & Intellectual Property
- Episode 35: AI Software Supply Chain Risk: Best Practices & Supply Chain Parties
Domain 3: AI Technologies and Controls
- Episode 36: Types of AI: ANI, AGI, ASI, Generative, Agentic & Machine Learning
- Episode 37: AI Security Architecture & Design: Secure by Design & Model Selection
- Episode 38: AI Life Cycle Phases: From Plan & Design to Decommission
- Episode 39: AI Data Governance: Acquisition, Storage, Retention & Destruction
- Episode 40: AI Data Security: Encoding, Access, Backup & Integrity
- Episode 41: AI Privacy Controls Explained
- Episode 42: AI Ethics Controls Explained
- Episode 43: AI Trust Controls Explained
- Episode 44: AI Safety & Human-in-the-Loop (HITL) Explained
- Episode 45: AI Security Controls: Zero Trust, Access Controls & Shadow AI
- Episode 46: AI Security Awareness Training & Closing the Skills Gap
- Episode 47: AI Continuous Monitoring: Model Drift, Threat Intel & Metrics
This study guide is produced by RooCloud. Watch the full series on YouTube, browse all courses at RooCloud @ GitHub, and practice with chapter-wise MCQs and full-length mock exams at RooCloud.com.